Scene Text Detection
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Scene Text Detection is a computer vision task that involves automatically identifying and localizing text within natural images or videos. The goal of scene text detection is to develop algorithms that can robustly detect and and label text with bounding boxes in uncontrolled and complex environments, such as street signs, billboards, or license plates.
Source: ContourNet: Taking a Further Step toward Accurate Arbitrary-shaped Scene Text Detection
코드
관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
https://github.com/WenmuZhou/DBNet.pytorch
Real-time Scene Text Detection with Differentiable Binarization
https://github.com/WenmuZhou/PAN.pytorch
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network
https://github.com/WenmuZhou/PSENet.pytorch
Shape Robust Text Detection with Progressive Scale Expansion Network
https://github.com/WenmuZhou/PytorchOCR
Real-time Scene Text Detection with Differentiable Binarization
https://github.com/Yiming992/Test-Linking-Segments-Text-Localization
Detecting Oriented Text in Natural Images by Linking Segments
https://github.com/YohannaYin/segmentlink_yh
Detecting Oriented Text in Natural Images by Linking Segments
https://github.com/Yuliang-Liu/bezier_curve_text_spotting
ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network
https://github.com/ZJULearning/pixel_link
https://github.com/ZXdatascience/TextDetectorAndroid
https://github.com/alililia/ascend_advanced_east
https://github.com/alorozco53/text-detection-ctpn
Detecting Text in Natural Image with Connectionist Text Proposal Network
https://github.com/anhnguyen9a7/pyramid-mask-and-plane-clustering-visualization
https://github.com/ankush-me/SynthText
https://github.com/apekshapriya/Text-Localization-in-Image
Accurate Text Localization in Natural Image with Cascaded Convolutional Text Network
https://github.com/arahusky/Tensorflow-Segmentation
https://github.com/aravindvenu7/Handwritten-Character-Recognition
Detecting Text in Natural Image with Connectionist Text Proposal Network
https://github.com/argman/EAST
https://github.com/autonise/CRAFT-Remade
https://github.com/backtime92/CRAFT-Reimplementation
https://github.com/baucheng/caffeFA
https://github.com/bgshih/seglink
Detecting Oriented Text in Natural Images by Linking Segments
https://github.com/blueardour/AdelaiDet
ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network
https://github.com/brooklyn1900/SPCNet
Scene Text Detection with Supervised Pyramid Context Network
https://github.com/carnotaur/crnn-tutorial
https://github.com/chauthehan/CRAFT
https://github.com/chend-vl/instructocr
Towards End-to-End Unified Scene Text Detection and Layout Analysis
https://github.com/clovaai/CRAFT-pytorch
https://github.com/code-implementation1/Code2/tree/main/adelaide_ea
ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network
https://github.com/code-implementation1/Code2/tree/main/advanced_east
ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network
https://github.com/code-implementation1/Code6/tree/main/psenet
Shape Robust Text Detection with Progressive Scale Expansion Network
https://github.com/code-implementation1/Code9/tree/main/CTPN
Detecting Text in Natural Image with Connectionist Text Proposal Network
https://github.com/courao/ocr.pytorch
Detecting Text in Natural Image with Connectionist Text Proposal Network
https://github.com/curbmap/curbmap-ml
Detecting Oriented Text in Natural Images by Linking Segments
https://github.com/dafanghe/Tensorflow_SceneText_Oriented_Box_Predictor
R2CNN: Rotational Region CNN for Orientation Robust Scene Text Detection
https://github.com/dengdan/seglink
Detecting Oriented Text in Natural Images by Linking Segments
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.